Method and apparatus for reducing echo and crosstalk in a communication system

ABSTRACT

In some implementations, an apparatus includes an echo canceller that generates an echo interference compensation signal that compensates for an echo interference signal in a communication signal, a crosstalk canceller that generates a crosstalk interference compensation signal that compensates for a crosstalk interference signal in the communication signal, and a combiner that generates a combined interference compensation signal based on the echo interference compensation signal and the crosstalk interference compensation signal.

CROSS-REFERENCE TO RELATED APPLICATION

This application is a continuation application of and claims the benefitof priority to U.S. application Ser. No. 12/345,440, filed Dec. 29,2008, issued Sep. 18, 2012, as U.S. Pat. No. 8,270,394, which is acontinuation of U.S. application Ser. No. 10/762,153, filed on Jan. 20,2004, issued Dec. 30, 2008, as U.S. Pat. No. 7,471,670, the disclosuresof which are hereby incorporated by reference in their entirety.

BACKGROUND

The following disclosure relates to electrical circuits.

A communication system (e.g., a local area network) allows communicationbetween two or more network devices. FIG. 1 illustrates an examplecommunication system 100 that includes a network device 102 and anetwork device 104. Network devices 102, 104 include computers,switches, routers, hubs, gateways, and similar devices (e.g., deviceshaving a network interface card in a network). Though two networkdevices are illustrated in FIG. 1 by way of example, communicationsystem 100 can contain a different number of network devices.

Referring to FIG. 2, communication between network device 102 andnetwork device 104 can be conventionally achieved using a communicationline 106, formed by unshielded twisted pairs (UTP) of wires (or cables),and transceivers 108-122, one transceiver positioned at each end of aUTP. For example, four UTPs 124-130 are provided in communication line106 between network device 102 and network device 104. Hybrid circuits132-146 (e.g., transformers) can be used at the ends of each UTP 124-130to control access to a corresponding communication channel forfull-duplex bidirectional operation. The combination of a hybrid circuitand a transceiver forms one communication channel. Accordingly, FIG. 2illustrates four channels of communication, each operating in a similarmanner. Each UTP 124-130 is connected to a corresponding transceiverthrough connectors 148-162.

A common problem associated with a communication system using multipleUTPs and multiple transceivers is noise in the form of interferencesignals. The interference signals include echo and near-end crosstalk(NEXT). As a result of these interference signals, the performance oftransceivers, in particular the receivers, in a communication system isdegraded.

An echo interference signal can be produced by each transmittercontained within the same transceiver as a given receiver. Echointerference signals 302-316 encountered by respective receivers R1-R8(of transceivers 108-122) are shown in FIG. 3. Echo interference signals302-316 appear as noise to receivers R1-R8, which are attempting todetect a direct communication signal (e.g., a data symbol) from atransmitter T1-T8 connected at the opposite end of the communicationchannel. Accordingly, communication signals received by receivers R1-R8of transceivers 108-122 may experience signal distortion due to echointerference signals 302-316.

NEXT is an interference signal that results from capacitive coupling ofsignals from a near-end transmitter to the input of a receiver. Forexample, NEXT interference signals 402-406 encountered by receiver R1 oftransceiver 108 are shown in FIG. 4. NEXT interference signals 402-406appear as noise at the input of receiver R1, which is attempting todetect a direct communication signal from transmitter T5 of transceiver116. Each of receivers R1-R8 of transceivers 108-122 may encounter thesame effect, and accordingly the communication signals received byreceivers R1-R8 may also experience signal distortion due to NEXTinterference signals. FIG. 5 shows an example time domain representationof echo and NEXT interference signals encountered by receiver R1 oftransceiver 108. Echo and NEXT interference signals caused by areflection due to impedance mismatch at hybrid circuit 132 and connector148 are identified as the high voltage responses close to zero time.

SUMMARY

In general, in one aspect, this specification describes a transceiver.The transceiver includes a receiver to receive an analog communicationsignal. The analog communication signal contains an interference signal.The transceiver includes a digital compensation circuit to generate adigital replica of the interference signal contained in the analogcommunication signal, a converter to convert the digital replica of theinterference signal into a corresponding analog replica of theinterference signal, and a subtraction circuit to subtract the analogreplica of the interference signal from the analog communication signal.

Particular implementations may include one or more of the followingfeatures. The digital compensation circuit can include an echo cancellerto generate a digital replica of an echo interference signal in theanalog communication signal. The digital compensation circuit canfurther include a near-end crosstalk (NEXT) canceller to generate adigital replica of a NEXT interference signal in the analogcommunication signal. The transceiver can further include ananalog-to-digital converter (ADC) to sample the analog communicationsignal having the analog replica subtracted therefrom, and generate adigital signal that is substantially devoid of the interference signal.The transceiver can further include a first-in-first-out (FIFO) bufferto receive the digital signal and store the digital signal on afirst-in-first-out basis. The transceiver can further include a feedforward equalizer (FFE) to receive the digital signals from the FIFObuffer, the FFE operable to filter individual digital signals. The FFEcan be a least means square (LMS) type adaptive filter. The transceivercan further include a data detector to detect data from the filteredindividual digital signals. The data detector can be a Viterbi detector.The data can be a data symbol.

In general, in another aspect, this specification describes a method forreducing interference signals in an analog communication signal. Themethod includes receiving an analog communication signal through areceiver. The analog communication signal contains an interferencesignal. The method further includes generating a digital replica of theinterference signal contained in the analog communication signal,converting the digital replica of the interference signal into acorresponding analog replica of the interference signal, and subtractingthe analog replica of the interference signal from the analogcommunication signal to substantially cancel the interference signalfrom the analog communication signal.

Particular implementations may include one or more of the followingfeatures. The interference signal can be an echo interference signal ora near end crosstalk (NEXT) interference signal. Generating a digitalreplica of the interference signal can include determining cancellationcoefficients that model an impulse response of the interference signal,and multiplying the cancellation coefficients with a communicationsignal from a transmitter that causes the interference signal.Determining cancellation coefficients can include determiningcancellation coefficients using an adaptive filter. The method canfurther include sampling the analog communication signal having theanalog replica subtracted therefrom with an analog-to-digital converter(ADC) to create a digital communication signal. Generating a digitalreplica of the interference signal can include generating a digitalreplica of a portion of the interference signal. The portion of theinterference signal can include high voltage portions of theinterference signal.

In general, in another aspect, this specification describes a networkdevice in a communication system. The network device includes atransceiver operable to receive an analog communication signalcontaining an interference signal. The transceiver includes a receiverto receive the analog communication signal, a digital compensationcircuit to generate a digital replica of the interference signalcontained in the analog communication signal, a converter to convert thedigital replica of the interference signal into a corresponding analogreplica of the interference signal, and a subtraction circuit tosubtract the analog replica of the interference signal from the analogcommunication signal.

In general, in another aspect, this specification describes acancellation system for use in a communication system including acommunication line. The communication line has a transmitter and areceiver at each end. The cancellation system reduces interferencesignals in an analog communication signal received by a receiver. Thecancellation system includes an echo canceller associated with areceiver. The echo canceller receives a transmitted signal from atransmitter in a same transceiver as the receiver with which the echocanceller is associated. The echo canceller is operable to generate adigital replica echo interference signal. The cancellation systemsfurther includes a converter to convert the digital replica of the echointerference signal into a corresponding analog replica of the echointerference signal, and a subtractor to subtract the replica echointerference signal from an analog communication signal received by thereceiver.

In general, in another aspect, this specification describes acancellation system for use in a communication system including acommunication line. The communication line has a transmitter and areceiver at each end. The cancellation system reduces interferencesignals in an analog communication signal received by a receiver. Thecancellation system includes a NEXT canceller associated with areceiver. The NEXT canceller receives a transmitted signal from a localtransmitter. The NEXT canceller is operable to generate a digitalreplica NEXT interference signal. The cancellation system furtherincludes a converter to convert the digital replica of the NEXTinterference signal into a corresponding analog replica of the NEXTinterference signal, and a subtractor to subtract the replica NEXTinterference signal from an analog communication signal received by thereceiver.

At high frequencies, echo and NEXT interference signals become asignificant portion of a received communication signal. The systems andtechniques described in this specification remove high voltage portionsof echo and NEXT interference signals in a received communication signalprior to the received communication signal being sampled by ananalog-to-digital converter. Bit resolution of the analog-to-digitalconverter is therefore preserved. Specifically, for high throughputsystems, the effective number of bits (ENOB) is a critical designparameter.

The details of one or more implementations are set forth in theaccompanying drawings and the description below. Other features andadvantages will be apparent from the description and drawings, and fromthe claims.

DESCRIPTION OF DRAWINGS

FIG. 1 is a schematic block diagram of a conventional communicationsystem.

FIG. 2 is a schematic block diagram of a plurality communicationchannels, each with a transceiver at each end.

FIG. 3 is a schematic block diagram of a portion of the communicationsystem of FIG. 2 depicting echo interference signals.

FIG. 4 is a schematic block diagram of a portion of the communicationsystem of FIG. 2 depicting NEXT interference signals.

FIG. 5 is a graph showing echo and NEXT interference signals of acommunication channel.

FIG. 6 is a schematic block diagram of a communication system.

FIG. 7 is a schematic block diagram of a plurality communicationchannels, each with a transceiver at each end.

FIG. 8 is a schematic block diagram of a transceiver structure.

FIG. 9 is a schematic block diagram of an echo canceller of FIG. 8.

FIG. 10 is a schematic block diagram of a NEXT canceller of FIG. 8.

FIG. 11 is a schematic block diagram of a transceiver structure.

FIG. 12 is a schematic block diagram of an echo canceller of FIG. 11.

FIG. 13 illustrates a process for reducing echo and NEXT interferencesignals in a communication signal.

Like reference symbols in the various drawings indicate like elements.

DETAILED DESCRIPTION

A communication system 600 incorporating features of the systems andmethods for reducing echo and NEXT interference signals is generallyshown in FIG. 6. Communication system 600 includes a network device 602and a network device 604. As discussed above Network devices 602, 604include computers, switches, routers, hubs, gateways, and similardevices. Two network devices are shown by way of example—communicationsystem 600 can contain a different number of network devices. Networkdevice 602 communicates with network device 604 through a communicationline 606.

Referring to FIG. 7, in one implementation, communication line 606includes four UTPs 724-730 that are connected to transceivers 708-722through corresponding connectors 748-762. In one implementation,transceivers 748-762 are IEEE 1000Base-TX complaint. Hybrid circuits732-746 are used at the ends of each UTP 724-730 to control access to acorresponding communication channel for full-duplex bidirectionaloperation.

FIG. 8 shows one implementation of a transceiver structure 800 oftransceiver 708. Transceivers 710-722 can include similar transceiverstructures and operate in a similar manner. The transmitter portion 801of transceiver 708 includes a conventional pulse shaping filter 802 anda digital-to-analog converter (DAC) 804. Pulse shaping filter 802receives one or more data symbols (Tx1Data) to be transmitted over thefirst communication channel between transceiver 708 and transceiver 716.Data symbols Tx1Data transmitted by transmitter T11 pass through pulseshaping filter 802 and are converted into analog signals by DAC 804. Theanalog signals gain access to UTP 724 through hybrid circuit 732.

The receiver portion 803 of transceiver 708 includes a digitalcompensation circuit 805, an analog-to-digital converter (ADC) 816, aFIFO 820, a feed forward equalizer (FFE) 822, a data detector 826, and afeedback filter 828. Digital compensation circuit 805 generates adigital compensation signal to substantially cancel echo and/or NEXTinterference signals from a received communication signal (received fromtransmitter T15) appearing at receiver R11. In one implementation,digital compensation circuit 805 includes an echo canceller 806 and aNEXT canceller 808.

Echo canceller 806 generates a digital replica of the echo interferencesignal encountered by receiver R11 of transceiver 708. In like manner,NEXT canceller 808 generates a digital replica of the NEXT interferencesignals encountered by receiver R11. In one implementation, the digitalreplica of the echo interference signal is combined with the digitalreplica of the echo interference signal through combiner 810. Thecombined digital replica of the echo and NEXT interference signals canbe converted into a corresponding analog replica of the echo and NEXTinterference signals through digital-to-analog converter (DAC) 812.Signal distortion caused by echo and NEXT interference is cancelled fromthe received communication signal by subtractor 814 (i.e., subtractingthe analog replica of the echo and NEXT interference signals from thereceived communication signal).

In some implementations, echo canceller 806 and NEXT canceller 808receive as inputs a stream of data symbols generated by localtransmitters (e.g., transmitters R11-R14). The analog replica echo andNEXT interference signals are subtracted from the received communicationsignal prior to the received communication signal being sampled by ADC816. Echo and NEXT interference signals are, therefore, removed from thereceived communication signal in the analog domain.

ADC 816 samples the received communication signal, that is substantiallydevoid of signal distortion caused by echo and NEXT interferencesignals, in accordance with a sample clock signal 818 and generatesdigital signals at a suitable frequency, for example, at 833 MHz with an8 bit resolution. Sample clock signal 818 can be provided by a timingrecovery circuit (not shown). FIFO 820 receives the digital signals andstores them on a first-in-first-out basis. FIFO 820 forwards individualdigital signals to FFE 822 which filters the individual digital signals.In one implementation, FFE 822 is a least means squares (LMS) typeadaptive filter which performs equalization and precursor inter-symbolinterference (ISI) cancellation. Data detector 826 receives theindividual filtered signals and, in combination with combiner 824 andfeedback filter 828, generates an output signal corresponding to adetected data symbol. Data detector 826 can be a symbol-by-symboldetector or a sequential detector which operates on sequences of signalsacross all four channels, such as a Viterbi detector.

FIG. 9 shows an implementation of echo canceller 806. Echo canceller 806includes a shift register 900, an adaptive cancellation filter 902, anda combiner 904. Shift register 900 receives data symbols Tx1Data. Shiftregister 900 can have a size (N_(e)) equal to a length of echo canceller806. Adaptive cancellation filter 902 produces echo cancellationcoefficients that model impulse responses of the echo interferencesignal encountered by receiver R11. A digital replica of the echointerference signal encountered by receiver R11 is generated bymultiplying the echo cancellation coefficients with data symbols Tx1Dataand summing the results through combiner 904. Adaptive cancellationfilter 902 can be implemented as an adaptive transversal filter (ATF)using, for example, the LMS algorithm. The digital replica of the echointerference signal can be sent to combiner 810 and to DAC 812. DAC 812can be clocked with clock signal 818 to ensure that echo interferencesignals are properly cancelled out at subtractor 814. Timing delays thatmay be associated with the generation of the digital replica of the echointerference signal can be compensated for by appropriate time domainmanipulations of the digital replica interference signal.

As discussed above (FIG. 7), communication signals transmitted by thetransmitters T11-T18 of transceivers 708-722 may cause NEXT interferencesignals in communication signals received by the receivers R11-R18 oftransceivers 708-722. Referring again to FIG. 7, since each receiverR11-R14 has access to data symbols on the other (e.g., three) channelsthat may cause the NEXT interference signals, NEXT interference signalscan be substantially cancelled.

FIG. 10 shows an implementation of NEXT canceller 808 that substantiallycancels NEXT interference signals caused by transmitters T12-T14 (FIG.8). Next canceller 808 includes shift registers 1000-1004, NEXT adaptivefilters 1006-1010, and combiners 1012-1018. Shift registers 1000-1004receive data symbols TxData2, TxData3, and TxData4 from transmittersT2-T4, respectively. Each NEXT adaptive filter 1006-1010 generates NEXTcancellation coefficients that model impulse responses of the NEXTinterference signal caused by given transmitters T12-T14, respectively.In one implementation, NEXT adaptive filters 1006-1010 are implementedas ATFs, each using the LMS algorithm. Individual digital replicas ofNEXT interference signals caused by transmitters T12-T14 are generatedby multiplying the NEXT cancellation coefficients with a respective oneof data symbols TxData2, TxData3, and TxData4, and summing the resultsthrough combiners 1012-1016. Combiner 1018 sums the individual digitalreplicas of NEXT interference signals to produce a digital replica ofthe total NEXT interference signals encountered by receiver R11. In oneimplementation, the digital replica of the total NEXT interferencesignals is combined with the digital replica of the echo interferencesignal by combiner 810 and sent to subtractor 814 through DAC 812.Alternatively, any number of the individual digital replicas of the NEXTinterference signals can be sent directly to DAC 812.

FIG. 11 shows an alternative implementation of a transceiver structure1100 of transceiver 708. In the implementation shown in FIG. 11, echocanceller 1102 and/or NEXT canceller 1104 removes high voltage responses(e.g., caused by a reflection due to impedance mismatch at hybridcircuit 132 and connector 148) within a received communication signalbefore the received communication signal is sampled by ADC 816. Theremainder of the echo and NEXT interference signals (contained in thereceived communication signal) that is not removed by echo canceller1102 and NEXT canceller 1104, is removed by a conventional echocanceller 1106 and a conventional NEXT canceller 1108 in the digitaldomain (i.e., after the received communication signal has been sampledby ADC 816).

FIG. 12 shows an implementation of echo canceller 1102. NEXT canceller1104 has the same principle operation of echo canceller 1102. Echocanceller 1102 includes a shift register 1200, a programmable delay1202, an adaptive cancellation filter 1204, and a combiner 1206. Datasymbols Tx1Data are passed into shift register 1200 after apre-determined amount of time. The pre-determined amount of time isadjustable through programmable delay 1202 to ensure that a generatedreplica echo interference signal arrives substantially coincident with areceived echo interference signal at subtractor 1110. Adaptivecancellation filter 1204 produces echo cancellation coefficients thatmodel high voltage impulse responses of the echo interference signal.Adaptive cancellation filter 1204 can be implemented as an adaptivetransversal filter (ATF) using, for example, the LMS algorithm. Adigital replica of the high voltage echo interference signalsencountered by receiver R11 is generated by multiplying the echocancellation coefficients with data symbols Tx1Data and summing theresults through combiner 1206. The digital replica of the high voltageecho interference signals can be sent to subtractor 1110 through DAC812.

FIG. 13 shows a method 1300 for reducing echo and NEXT interferencesignals in a received communication signal. A communication signal isreceived by a receiver (step 1302). A digital replica of an interferencesignal (or a portion thereof) is generated (step 1304). In oneimplementation, a digital replica of all interference signalsencountered by a receiver are generated, including echo and all NEXTinterference signals encountered by a receiver. In anotherimplementation, a digital replica of a number of the interferencesignals less than all of the interference signals can be generated instep 1104. The digital replica of the interference signal(s) areconverted into a corresponding analog replica interference signal(s)(step 1306). The analog replica interference signal(s) are subtractedfrom the received communication signal (step 1308). In oneimplementation, the analog replica interference signal(s) are subtractedfrom the received communication signal to substantially remove theinterference signal(s) from the received communication signal. After thereplica interference signal(s) have been removed from the receivedcommunication signal, the received communication signal is then sampledby an ADC for digital processing (step 1310).

Various implementations have been described. Nevertheless, it will beunderstood that various modifications may be made. For example, insteadof in an adaptive manner, the echo cancellers and NEXT cancellersdescribed above can generate corresponding replica interference signalsdeterministically. In addition, the number of transmitters and receiversper transceiver can be different. Accordingly, other implementations arewithin the scope of the following claims.

What is claimed is:
 1. An apparatus comprising: an echo canceller thatgenerates an echo interference compensation signal that compensates foran echo interference signal in a communication signal, wherein the echocanceller generates echo cancellation coefficients in a time domainbased on a time domain signal that produced the echo interference signalin the communication signal, and generates the echo interferencecompensation signal based on the echo cancellation coefficients and thetime domain signal; a crosstalk canceller that generates a crosstalkinterference compensation signal that compensates for a crosstalkinterference signal in the communication signal; and a combiner thatgenerates a combined interference compensation signal based on the echointerference compensation signal and the crosstalk interferencecompensation signal.
 2. The apparatus of claim 1, wherein the combinedinterference compensation signal is a digital interference compensationsignal and the communication signal is an analog communication signal,the apparatus further comprising: a digital-to-analog converter thatgenerates an analog interference compensation signal based on thedigital interference compensation signal; a subtraction circuit thatsubtracts the analog interference compensation signal from the analogcommunication signal; and an analog-to-digital converter that generatesa digital signal based on the analog communication signal having theanalog interference compensation signal subtracted therefrom.
 3. Theapparatus of claim 1, wherein the echo canceller generates the echointerference compensation signal by generating a digital replica of theecho interference signal that attenuates the echo interference signal inthe communication signal.
 4. The apparatus of claim 3, wherein the echocancellation coefficients model an impulse response of the echointerference signal, and the echo canceller generates the digitalreplica of the echo interference signal by multiplying the echocancellation coefficients with the time domain signal.
 5. The apparatusof claim 1, wherein the crosstalk canceller generates the crosstalkinterference compensation signal by generating a digital replica of thecrosstalk interference signal that attenuates the crosstalk interferencesignal in the communication signal.
 6. The apparatus of claim 5, whereinthe crosstalk canceller generates the digital replica of the crosstalkinterference signal by generating crosstalk cancellation coefficientsthat model an impulse response of the crosstalk interference signal andmultiplying the crosstalk cancellation coefficients with a signal thatproduced the crosstalk interference signal in the communication signal.7. The apparatus of claim 1, wherein the time domain signal includes oneor more data symbols, and the echo canceller generates the echointerference compensation signal based on the one or more data symbols.8. The apparatus of claim 7, wherein the echo canceller comprises: aprogrammable delay to delay the one or more data symbols by anadjustable period; a register to receive the one or more delayed datasymbols based on the adjustable period; an adaptive filter to generatethe echo cancellation coefficients corresponding to the one or moredelayed data symbols; and an echo compensation circuit to generate theecho interference compensation signal based on the echo cancellationcoefficients and the one or more data symbols.
 9. The apparatus of claim1, wherein the crosstalk canceller generates the crosstalk interferencecompensation signal based on one or more data symbols included in asignal that produced the crosstalk interference signal in thecommunication signal.
 10. The apparatus of claim 9, wherein thecrosstalk canceller comprises: a programmable delay to delay the one ormore data symbols by an adjustable period; a register to receive the oneor more delayed data symbols based on the adjustable period; an adaptivefilter to generate crosstalk cancellation coefficients corresponding tothe one or more delayed data symbols; and a crosstalk compensationcircuit to generate the crosstalk interference compensation signal basedon the crosstalk cancellation coefficients and the one or more datasymbols.
 11. A method comprising: generating, by an echo compensationcircuit, an echo interference compensation signal that compensates foran echo interference signal in a communication signal, includinggenerating echo cancellation coefficients in a time domain based on atime domain signal that produced the echo interference signal in thecommunication signal, and generating the echo interference compensationsignal based on the echo cancellation coefficients and the time domainsignal; generating, by a crosstalk compensation circuit, a crosstalkinterference compensation signal that compensates for a crosstalkinterference signal in the communication signal; and generating, by acombiner circuit, a combined interference compensation signal based onthe echo interference compensation signal and the crosstalk interferencecompensation signal.
 12. The method of claim 11, wherein the combinedinterference compensation signal is a digital interference compensationsignal and the communication signal is an analog communication signal,the method further comprising: generating an analog interferencecompensation signal based on the digital interference compensationsignal; subtracting the analog interference compensation signal from theanalog communication signal; and generating a digital signal based onthe analog communication signal having the analog interferencecompensation signal subtracted therefrom.
 13. The method of claim 11,wherein generating the echo interference compensation signal comprisesgenerating a digital replica of the echo interference signal thatattenuates the echo interference signal in the communication signal. 14.The method of claim 13, wherein the echo cancellation coefficients modelan impulse response of the echo interference signal, and generating thedigital replica of the echo interference signal comprises multiplyingthe echo cancellation coefficients with the time domain signal.
 15. Themethod of claim 11, wherein generating a crosstalk interferencecompensation signal comprises generating a digital replica of thecrosstalk interference signal that attenuates the crosstalk interferencesignal in the communication signal.
 16. The method of claim 15, whereingenerating the digital replica of the crosstalk interference signalcomprises generating crosstalk cancellation coefficients that model animpulse response of the crosstalk interference signal and multiplyingthe crosstalk cancellation coefficients with a signal that produced thecrosstalk interference signal in the communication signal.
 17. Themethod of claim 11, wherein the time domain signal includes one or moredata symbols, and generating the echo interference compensation signalcomprises generating the echo interference signal based on the one ormore data symbols.
 18. The method of claim 17, wherein generating theecho interference compensation signal comprises: delaying the one ormore data symbols by an adjustable period; generating the echocancellation coefficients corresponding to the one or more delayed datasymbols; and generating the echo interference compensation signal basedon the echo cancellation coefficients and the one or more data symbols.19. The method of claim 11, wherein generating the crosstalkinterference compensation signal comprises generating the crosstalkinterference compensation signal based on one or more data symbolsincluded in a signal that produced the crosstalk interference signal inthe communication signal.
 20. The method of claim 19, wherein generatingthe crosstalk interference compensation signal comprises: delaying theone or more data symbols by an adjustable period; generating crosstalkcancellation coefficients corresponding to the one or more delayed datasymbols; and generating the crosstalk interference compensation signalbased on the crosstalk cancellation coefficients and the one or moredata symbols.